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ORCID16th ICSI 2025: Yokohama, Japan - Part II
- Ying Tan
, Yuhui Shi:
Advances in Swarm Intelligence - 16th International Conference on Swarm Intelligence, ICSI 2025, Yokohama, Japan, July 11-15, 2025, Proceedings, Part II. Lecture Notes in Computer Science 16012, Springer 2026, ISBN 978-981-95-0984-3
Multi-objective Optimization
- Xusheng Wu, Yiming Pan, Ying Chen, Mijat Kustudic, Jing Luo:
Enhanced Multi-objective Particle Swarm Optimization Algorithms. 3-14 - Chia-Feng Juang, Yan-Ming Chen:
Evolutionary Multi-objective Optimization of Mixed Neural Network Controllers for Hexapod Robot Locomotion Control. 15-27 - Sergei Gorbunov, Vladimir Stanovov:
Entropy-Informed Stochastic Improvement for Indicator-Based Multi-objective Optimization. 28-39 - Hong Wang, Ziang Men, Xinyu Li, Yunjun Xu, Ben Niu:
LA-NSGA-II: A Multi-objective Evolutionary Approach for Patient Referral Optimization in Integrated Healthcare Networks. 40-52 - Yuhan Zuo, Lingyu Wu, Xinchao Zhao, Xingquan Zuo:
Constrained Multimodal Multi-objective Optimization Algorithm Based on Improved PPS Framework. 53-63 - Hui Cao, Gaosheng Zhang, Xiaojun Zhou, Qingchao Jiang, Qinqin Fan:
A Constrained Multi-objective Differential Evolution Algorithm Based on Evolutionary Multi-Task Optimization. 64-80
Approaches for Classification and Feature Selection
- Miguel Urina-Triana, Paola Patricia Ariza-Colpas, Marlon Alberto Piñeres-Melo, Daniel Franco-Acevedo:
Comparative Analysis of Segmentation and Classification Models of Retinopathies in Ophthalmological Images. 83-95 - Paola Patricia Ariza-Colpas, Marlon Alberto Piñeres-Melo, Ernesto Barcelo-Martínez, Yimmy Gordon-Hernandez, Alejandra Quintero-Linero:
Integration of Magnetic Resonance Imaging and Neuropsychological Data for Automated Parkinson's Diagnosis. 96-107 - Hongkun Chen, Ruichu Cai, Ranmin Wang, Boyan Xu, Yuguang Yan:
Integrating Multi-modal Contrastive Learning and Multi-scale Feature Extractor for Liver Cancer Classification. 108-119 - Elisabeth Restrepo-Parra, Paola Patricia Ariza-Colpas, Laura Victoria Rodríguez Restrepo, Marlon Alberto Piñeres-Melo, Andrea Camila Acosta-Solorzano, Miguel Urina-Triana:
Optimization of Classification Models for Heart Disease: Comparison Between Feature Selection and Dimensionality Reduction Techniques. 120-131 - Qian Wang, Bao Yuan, Jun Wang, Ruijie Wang, Xin Xuan, Qing He:
Enhanced Differential Evolution-Based Multi-Modal Feature Selection in Power Equipment Defect Detection. 132-143 - Chengxian Wang, Qing Zhao:
Multi-Strategy Improved Pelican Optimization Algorithm for Solving Minimal Attribute Reduction Problem. 144-158
Prediction and Detection Algorithms
- Anuradha Sharma, Sudip Kumar Sahana:
An Efficient Neural Network-Based Mathematical Modelling for Iron Ore Quality Prediction. 161-174 - Yi Liu, Gengsong Li, Qibin Zheng, Kun Liu, Fan Li, Wei Wei:
How Data Missing Affects Stability of Feature Selection: An Empirical Study. 175-186 - Shen Xu, Yiheng Cheng, Xiaotian Li:
Research on Sound Source Identification Method for Beach Search and Rescue Based on Convolutional Neural Network. 187-198 - Jun Tang, Zhongtai Li, Gang Tao, Ligang Li, Weiyi Qu:
A Mutual Information-Based Adaptive Large Neighbourhood Search for Solving Inventory-Constrained Cigarette Formulation Maintenance Problem. 199-210 - Taisei Watanabe, Yuri Ishida, Kensuke Baba:
Ingredient Detection from Low-Quality Images of Food Labels. 211-219 - Sara Mohamed, Kathryn Kasmarik, Essam Soliman Debie, Matthew Garratt:
From Single-Task Swarming to Multi-task Heterogeneous Swarming for Solving Non-uniform Area Coverage Problems. 220-234 - Hao Ye, Min Yu, Qirong Tang:
A Lightweight YOLOv11-Based Model with Small Object Enhance Pyramid for Underwater Object Detection in Aerial Imagery. 235-245
Machine Learning
- Jianlong Su, Yun Zhou:
Dual-Path Optimization for Open-World Test Time Training. 249-260 - Yuanzhe Cui, Tong Li, Shibo Su, Qirong Tang:
Distributed Geometric Control of Underactuated UAVs for Cooperative Transportation. 261-270 - Maoguang Wang, Binru Quan:
Financial Risk Control Model and Scenario Adaptation Method Based on Graph Machine Learning. 271-284 - Qianwei Dong, Tao Zhang, Xiaoyue Jin, Haotong Du, Dengxiu Yu:
Incremental Update Strategy for Continuous Action Iterated Hierarchical Dilemma. 285-296 - Honggang Shen, Bin Zhang, Yota Sugahara, Noriko Aso, Maiko Kobayashi, Asato Motita:
Modeling of Parent-Child Interaction Through Facial Expressions for Childcare Support Systems. 297-306 - Viktor Martinek:
Fast Symbolic Regression Benchmarking. 307-317
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